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Lesion Segmentation

Lesion segmentation is the task of segmenting out lesions from other objects in medical based images.

( Image credit: D-UNet )

Papers

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Showing 151–200 of 640 papers

TitleStatusHype
APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical SegmentationCode0
Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images based on Physiological and Anatomical CuesCode0
Automatic skin lesion segmentation with fully convolutional-deconvolutional networksCode0
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution RobustnessCode0
Automatic Skin Lesion Segmentation Using Deep Fully Convolutional NetworksCode0
Automatic Skin Lesion Segmentation Using GrabCut in HSV Colour SpaceCode0
Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networksCode0
A Field of Experts Prior for Adapting Neural Networks at Test TimeCode0
Modality-Independent Brain Lesion Segmentation with Privacy-aware Continual LearningCode0
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentationCode0
Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion SegmentationCode0
An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion SegmentationCode0
Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural NetworksCode0
Deeply Supervised Rotation Equivariant Network for Lesion Segmentation in Dermoscopy ImagesCode0
Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random FieldsCode0
MDA-Net: Multiscale dual attention-based network for breast lesion segmentation using ultrasound imagesCode0
Less is More: Sample Selection and Label Conditioning Improve Skin Lesion SegmentationCode0
Lesion-aware network for diabetic retinopathy diagnosisCode0
An EfficientNet-based modified sigmoid transform for enhancing dermatological macro-images of melanoma and nevi skin lesionsCode0
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion SegmentationCode0
Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative LearningCode0
Deep Active Lesion SegmentationCode0
Instance-level quantitative saliency in multiple sclerosis lesion segmentationCode0
Large-kernel Attention for Efficient and Robust Brain Lesion SegmentationCode0
Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for the Diagnosis of Skin LesionsCode0
Data Diet: Can Trimming PET/CT Datasets Enhance Lesion Segmentation?Code0
Data-Centric Strategies for Overcoming PET/CT Heterogeneity: Insights from the AutoPET III Lesion Segmentation ChallengeCode0
Innovative Quantitative Analysis for Disease Progression Assessment in Familial Cerebral Cavernous MalformationsCode0
Cut-Paste Consistency Learning for Semi-Supervised Lesion SegmentationCode0
An Attention Based Pipeline for Identifying Pre-Cancer Lesions in Head and Neck Clinical ImagesCode0
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
Automated Lesion Segmentation in Whole-Body PET/CT in a multitracer settingCode0
Improved automated lesion segmentation in whole-body FDG/PET-CT via Test-Time AugmentationCode0
Image Translation for Medical Image Generation -- Ischemic Stroke LesionsCode0
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approachCode0
INCEPTNET: Precise And Early Disease Detection Application For Medical Images AnalysesCode0
How We Won the ISLES'24 Challenge by PreprocessingCode0
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple SclerosisCode0
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT VolumesCode0
Hybrid Cascaded Neural Network for Liver Lesion SegmentationCode0
Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent PredictionCode0
COVID-19 Lung Lesion Segmentation Using a Sparsely Supervised Mask R-CNN on Chest X-rays Automatically Computed from Volumetric CTsCode0
Segmenting Small Stroke Lesions with Novel Labeling StrategiesCode0
Automated Breast Lesion Segmentation in Ultrasound ImagesCode0
Handling Inter-Annotator Agreement for Automated Skin Lesion SegmentationCode0
Generalized Dice Focal Loss trained 3D Residual UNet for Automated Lesion Segmentation in Whole-Body FDG PET/CT ImagesCode0
Generative Adversarial Networks based Skin Lesion SegmentationCode0
A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI imagesCode0
Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse HistopathologyCode0
Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge GuidanceCode0
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